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Despite their prevalence and clinical significance, the assessment of NPS remains challenging in clinical practice. Traditional standardized assessment instruments, while widely used, are limited by their reliance on caregivers' retrospective recall, single time-point measurements, lack of direct observation, and limited ability to capture the NPS dynamic, fluctuating and context-dependent nature. 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